Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 260920 |
| Missing cells | 994301 |
| Missing cells (%) | 22.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 125.9 MiB |
| Average record size in memory | 506.1 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 5 |
| Text | 5 |
batsman_runs is highly overall correlated with total_runs | High correlation |
dismissal_kind is highly overall correlated with extras_type and 1 other fields | High correlation |
extras_type is highly overall correlated with dismissal_kind | High correlation |
is_wicket is highly overall correlated with dismissal_kind | High correlation |
total_runs is highly overall correlated with batsman_runs | High correlation |
is_wicket is highly imbalanced (71.5%) | Imbalance |
extras_type has 246795 (94.6%) missing values | Missing |
player_dismissed has 247970 (95.0%) missing values | Missing |
dismissal_kind has 247970 (95.0%) missing values | Missing |
fielder has 251566 (96.4%) missing values | Missing |
over has 13906 (5.3%) zeros | Zeros |
batsman_runs has 103940 (39.8%) zeros | Zeros |
extra_runs has 246795 (94.6%) zeros | Zeros |
total_runs has 90438 (34.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-11 11:40:17.549358 |
|---|---|
| Analysis finished | 2025-04-11 11:40:26.374368 |
| Duration | 8.83 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
match_id
Real number (ℝ)
| Distinct | 1095 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 907066.51 |
| Minimum | 335982 |
|---|---|
| Maximum | 1426312 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 335982 |
|---|---|
| 5-th percentile | 336039 |
| Q1 | 548334 |
| median | 980967 |
| Q3 | 1254066 |
| 95-th percentile | 1422135 |
| Maximum | 1426312 |
| Range | 1090330 |
| Interquartile range (IQR) | 705732 |
Descriptive statistics
| Standard deviation | 367991.28 |
|---|---|
| Coefficient of variation (CV) | 0.40569382 |
| Kurtosis | -1.5257974 |
| Mean | 907066.51 |
| Median Absolute Deviation (MAD) | 331230 |
| Skewness | -0.14529399 |
| Sum | 2.3667179 × 1011 |
| Variance | 1.3541758 × 1011 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1216517 | 269 | 0.1% |
| 392190 | 267 | 0.1% |
| 1426268 | 265 | 0.1% |
| 1082625 | 263 | 0.1% |
| 729315 | 262 | 0.1% |
| 829737 | 262 | 0.1% |
| 598004 | 261 | 0.1% |
| 1254077 | 260 | 0.1% |
| 1359480 | 260 | 0.1% |
| 1426288 | 260 | 0.1% |
| Other values (1085) | 258291 |
| Value | Count | Frequency (%) |
| 335982 | 225 | |
| 335983 | 248 | |
| 335984 | 219 | |
| 335985 | 246 | |
| 335986 | 240 | |
| 335987 | 241 | |
| 335988 | 205 | |
| 335989 | 255 | |
| 335990 | 248 | |
| 335991 | 250 |
| Value | Count | Frequency (%) |
| 1426312 | 184 | |
| 1426311 | 251 | |
| 1426310 | 241 | |
| 1426309 | 208 | |
| 1426307 | 247 | |
| 1426306 | 253 | |
| 1426305 | 259 | |
| 1426303 | 235 | |
| 1426302 | 253 | |
| 1426300 | 247 |
inning
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4835314 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.5026432 |
|---|---|
| Coefficient of variation (CV) | 0.33881535 |
| Kurtosis | -1.6485018 |
| Mean | 1.4835314 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.12647854 |
| Sum | 387083 |
| Variance | 0.25265019 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 135018 | |
| 2 | 125741 | |
| 3 | 77 | < 0.1% |
| 4 | 72 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 135018 | |
| 2 | 125741 | |
| 3 | 77 | < 0.1% |
| 4 | 72 | < 0.1% |
| 5 | 8 | < 0.1% |
| 6 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 4 | < 0.1% |
| 5 | 8 | < 0.1% |
| 4 | 72 | < 0.1% |
| 3 | 77 | < 0.1% |
| 2 | 125741 | |
| 1 | 135018 |
batting_team
Categorical
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.6 MiB |
| Mumbai Indians | |
|---|---|
| Kolkata Knight Riders | |
| Chennai Super Kings | |
| Royal Challengers Bangalore | |
| Rajasthan Royals | |
| Other values (14) |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 17.908248 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Kolkata Knight Riders |
|---|---|
| 2nd row | Kolkata Knight Riders |
| 3rd row | Kolkata Knight Riders |
| 4th row | Kolkata Knight Riders |
| 5th row | Kolkata Knight Riders |
Common Values
| Value | Count | Frequency (%) |
| Mumbai Indians | 31437 | |
| Kolkata Knight Riders | 29514 | |
| Chennai Super Kings | 28651 | |
| Royal Challengers Bangalore | 28205 | |
| Rajasthan Royals | 26242 | |
| Kings XI Punjab | 22646 | |
| Sunrisers Hyderabad | 21843 | |
| Delhi Daredevils | 18786 | |
| Delhi Capitals | 10946 | 4.2% |
| Deccan Chargers | 9034 | 3.5% |
| Other values (9) | 33616 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kings | 58130 | 9.0% |
| super | 34051 | 5.3% |
| mumbai | 31437 | 4.9% |
| indians | 31437 | 4.9% |
| challengers | 30023 | 4.7% |
| royal | 30023 | 4.7% |
| delhi | 29732 | 4.6% |
| kolkata | 29514 | 4.6% |
| knight | 29514 | 4.6% |
| riders | 29514 | 4.6% |
| Other values (26) | 309761 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 546807 | 11.7% |
| n | 390207 | 8.4% |
| 382216 | 8.2% | |
| e | 326910 | 7.0% |
| i | 321915 | 6.9% |
| s | 312167 | 6.7% |
| r | 258027 | 5.5% |
| l | 236894 | 5.1% |
| g | 163684 | 3.5% |
| h | 154778 | 3.3% |
| Other values (28) | 1579015 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4672620 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 546807 | 11.7% |
| n | 390207 | 8.4% |
| 382216 | 8.2% | |
| e | 326910 | 7.0% |
| i | 321915 | 6.9% |
| s | 312167 | 6.7% |
| r | 258027 | 5.5% |
| l | 236894 | 5.1% |
| g | 163684 | 3.5% |
| h | 154778 | 3.3% |
| Other values (28) | 1579015 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4672620 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 546807 | 11.7% |
| n | 390207 | 8.4% |
| 382216 | 8.2% | |
| e | 326910 | 7.0% |
| i | 321915 | 6.9% |
| s | 312167 | 6.7% |
| r | 258027 | 5.5% |
| l | 236894 | 5.1% |
| g | 163684 | 3.5% |
| h | 154778 | 3.3% |
| Other values (28) | 1579015 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4672620 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 546807 | 11.7% |
| n | 390207 | 8.4% |
| 382216 | 8.2% | |
| e | 326910 | 7.0% |
| i | 321915 | 6.9% |
| s | 312167 | 6.7% |
| r | 258027 | 5.5% |
| l | 236894 | 5.1% |
| g | 163684 | 3.5% |
| h | 154778 | 3.3% |
| Other values (28) | 1579015 |
bowling_team
Categorical
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.7 MiB |
| Mumbai Indians | |
|---|---|
| Kolkata Knight Riders | |
| Chennai Super Kings | |
| Royal Challengers Bangalore | |
| Rajasthan Royals | |
| Other values (14) |
Length
| Max length | 27 |
|---|---|
| Median length | 22 |
| Mean length | 17.915254 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Royal Challengers Bangalore |
|---|---|
| 2nd row | Royal Challengers Bangalore |
| 3rd row | Royal Challengers Bangalore |
| 4th row | Royal Challengers Bangalore |
| 5th row | Royal Challengers Bangalore |
Common Values
| Value | Count | Frequency (%) |
| Mumbai Indians | 31505 | |
| Kolkata Knight Riders | 29663 | |
| Chennai Super Kings | 28576 | |
| Royal Challengers Bangalore | 28358 | |
| Rajasthan Royals | 26432 | |
| Kings XI Punjab | 22483 | |
| Sunrisers Hyderabad | 21717 | |
| Delhi Daredevils | 18725 | |
| Delhi Capitals | 11216 | 4.3% |
| Deccan Chargers | 9039 | 3.5% |
| Other values (9) | 33206 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kings | 57778 | 9.0% |
| super | 33802 | 5.3% |
| mumbai | 31505 | 4.9% |
| indians | 31505 | 4.9% |
| challengers | 30159 | 4.7% |
| royal | 30159 | 4.7% |
| delhi | 29941 | 4.7% |
| kolkata | 29663 | 4.6% |
| knight | 29663 | 4.6% |
| riders | 29663 | 4.6% |
| Other values (26) | 309266 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 547793 | 11.7% |
| n | 389695 | 8.3% |
| 382184 | 8.2% | |
| e | 327192 | 7.0% |
| i | 322061 | 6.9% |
| s | 312298 | 6.7% |
| r | 257725 | 5.5% |
| l | 238227 | 5.1% |
| g | 163884 | 3.5% |
| h | 155424 | 3.3% |
| Other values (28) | 1577965 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4674448 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 547793 | 11.7% |
| n | 389695 | 8.3% |
| 382184 | 8.2% | |
| e | 327192 | 7.0% |
| i | 322061 | 6.9% |
| s | 312298 | 6.7% |
| r | 257725 | 5.5% |
| l | 238227 | 5.1% |
| g | 163884 | 3.5% |
| h | 155424 | 3.3% |
| Other values (28) | 1577965 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4674448 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 547793 | 11.7% |
| n | 389695 | 8.3% |
| 382184 | 8.2% | |
| e | 327192 | 7.0% |
| i | 322061 | 6.9% |
| s | 312298 | 6.7% |
| r | 257725 | 5.5% |
| l | 238227 | 5.1% |
| g | 163884 | 3.5% |
| h | 155424 | 3.3% |
| Other values (28) | 1577965 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4674448 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 547793 | 11.7% |
| n | 389695 | 8.3% |
| 382184 | 8.2% | |
| e | 327192 | 7.0% |
| i | 322061 | 6.9% |
| s | 312298 | 6.7% |
| r | 257725 | 5.5% |
| l | 238227 | 5.1% |
| g | 163884 | 3.5% |
| h | 155424 | 3.3% |
| Other values (28) | 1577965 |
over
Real number (ℝ)
Zeros
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.1976774 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 13906 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 9 |
| Q3 | 14 |
| 95-th percentile | 18 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.6834837 |
|---|---|
| Coefficient of variation (CV) | 0.61792597 |
| Kurtosis | -1.1856269 |
| Mean | 9.1976774 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.041707947 |
| Sum | 2399858 |
| Variance | 32.301987 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 13906 | 5.3% |
| 1 | 13773 | 5.3% |
| 2 | 13597 | 5.2% |
| 3 | 13575 | 5.2% |
| 4 | 13560 | 5.2% |
| 5 | 13494 | 5.2% |
| 6 | 13452 | 5.2% |
| 7 | 13430 | 5.1% |
| 8 | 13396 | 5.1% |
| 9 | 13354 | 5.1% |
| Other values (10) | 125383 |
| Value | Count | Frequency (%) |
| 0 | 13906 | |
| 1 | 13773 | |
| 2 | 13597 | |
| 3 | 13575 | |
| 4 | 13560 | |
| 5 | 13494 | |
| 6 | 13452 | |
| 7 | 13430 | |
| 8 | 13396 | |
| 9 | 13354 |
| Value | Count | Frequency (%) |
| 19 | 9998 | |
| 18 | 11583 | |
| 17 | 12318 | |
| 16 | 12685 | |
| 15 | 12879 | |
| 14 | 13024 | |
| 13 | 13124 | |
| 12 | 13222 | |
| 11 | 13261 | |
| 10 | 13289 |
ball
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6244864 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8149205 |
|---|---|
| Coefficient of variation (CV) | 0.50073865 |
| Kurtosis | -1.053745 |
| Mean | 3.6244864 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.10712572 |
| Sum | 945701 |
| Variance | 3.2939363 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 1 | 42210 | |
| 2 | 42106 | |
| 3 | 42002 | |
| 4 | 41891 | |
| 5 | 41752 | |
| 6 | 41619 | |
| 7 | 7776 | 3.0% |
| 8 | 1307 | 0.5% |
| 9 | 225 | 0.1% |
| 10 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 42210 | |
| 2 | 42106 | |
| 3 | 42002 | |
| 4 | 41891 | |
| 5 | 41752 | |
| 6 | 41619 | |
| 7 | 7776 | 3.0% |
| 8 | 1307 | 0.5% |
| 9 | 225 | 0.1% |
| 10 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 2 | < 0.1% |
| 10 | 30 | < 0.1% |
| 9 | 225 | 0.1% |
| 8 | 1307 | 0.5% |
| 7 | 7776 | 3.0% |
| 6 | 41619 | |
| 5 | 41752 | |
| 4 | 41891 | |
| 3 | 42002 | |
| 2 | 42106 |
batter
Text
| Distinct | 673 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 MiB |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 9.4247854 |
| Min length | 5 |
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | SC Ganguly |
|---|---|
| 2nd row | BB McCullum |
| 3rd row | BB McCullum |
| 4th row | BB McCullum |
| 5th row | BB McCullum |
| Value | Count | Frequency (%) |
| s | 8992 | 1.7% |
| v | 8965 | 1.7% |
| sharma | 7691 | 1.4% |
| da | 7020 | 1.3% |
| singh | 7014 | 1.3% |
| kohli | 6256 | 1.2% |
| de | 6231 | 1.2% |
| r | 6145 | 1.1% |
| dhawan | 5671 | 1.1% |
| rg | 5185 | 1.0% |
| Other values (894) | 467539 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 278809 | 11.3% |
| 275789 | 11.2% | |
| i | 119472 | 4.9% |
| h | 113155 | 4.6% |
| n | 112566 | 4.6% |
| r | 107131 | 4.4% |
| S | 100549 | 4.1% |
| e | 99075 | 4.0% |
| l | 95230 | 3.9% |
| s | 69740 | 2.8% |
| Other values (47) | 1087599 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2459115 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 278809 | 11.3% |
| 275789 | 11.2% | |
| i | 119472 | 4.9% |
| h | 113155 | 4.6% |
| n | 112566 | 4.6% |
| r | 107131 | 4.4% |
| S | 100549 | 4.1% |
| e | 99075 | 4.0% |
| l | 95230 | 3.9% |
| s | 69740 | 2.8% |
| Other values (47) | 1087599 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2459115 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 278809 | 11.3% |
| 275789 | 11.2% | |
| i | 119472 | 4.9% |
| h | 113155 | 4.6% |
| n | 112566 | 4.6% |
| r | 107131 | 4.4% |
| S | 100549 | 4.1% |
| e | 99075 | 4.0% |
| l | 95230 | 3.9% |
| s | 69740 | 2.8% |
| Other values (47) | 1087599 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2459115 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 278809 | 11.3% |
| 275789 | 11.2% | |
| i | 119472 | 4.9% |
| h | 113155 | 4.6% |
| n | 112566 | 4.6% |
| r | 107131 | 4.4% |
| S | 100549 | 4.1% |
| e | 99075 | 4.0% |
| l | 95230 | 3.9% |
| s | 69740 | 2.8% |
| Other values (47) | 1087599 |
bowler
Text
| Distinct | 530 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.6 MiB |
Length
| Max length | 23 |
|---|---|
| Median length | 18 |
| Mean length | 9.7543423 |
| Min length | 5 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | P Kumar |
|---|---|
| 2nd row | P Kumar |
| 3rd row | P Kumar |
| 4th row | P Kumar |
| 5th row | P Kumar |
| Value | Count | Frequency (%) |
| r | 12556 | 2.4% |
| sharma | 12256 | 2.3% |
| singh | 11252 | 2.1% |
| a | 10113 | 1.9% |
| kumar | 9490 | 1.8% |
| m | 9427 | 1.8% |
| khan | 7437 | 1.4% |
| s | 7205 | 1.4% |
| patel | 6838 | 1.3% |
| pp | 5840 | 1.1% |
| Other values (729) | 438059 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 327701 | 12.9% |
| 269553 | 10.6% | |
| h | 143316 | 5.6% |
| r | 135369 | 5.3% |
| n | 128319 | 5.0% |
| e | 118583 | 4.7% |
| i | 110331 | 4.3% |
| S | 92216 | 3.6% |
| l | 76231 | 3.0% |
| M | 65127 | 2.6% |
| Other values (45) | 1078357 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2545103 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 327701 | 12.9% |
| 269553 | 10.6% | |
| h | 143316 | 5.6% |
| r | 135369 | 5.3% |
| n | 128319 | 5.0% |
| e | 118583 | 4.7% |
| i | 110331 | 4.3% |
| S | 92216 | 3.6% |
| l | 76231 | 3.0% |
| M | 65127 | 2.6% |
| Other values (45) | 1078357 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2545103 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 327701 | 12.9% |
| 269553 | 10.6% | |
| h | 143316 | 5.6% |
| r | 135369 | 5.3% |
| n | 128319 | 5.0% |
| e | 118583 | 4.7% |
| i | 110331 | 4.3% |
| S | 92216 | 3.6% |
| l | 76231 | 3.0% |
| M | 65127 | 2.6% |
| Other values (45) | 1078357 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2545103 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 327701 | 12.9% |
| 269553 | 10.6% | |
| h | 143316 | 5.6% |
| r | 135369 | 5.3% |
| n | 128319 | 5.0% |
| e | 118583 | 4.7% |
| i | 110331 | 4.3% |
| S | 92216 | 3.6% |
| l | 76231 | 3.0% |
| M | 65127 | 2.6% |
| Other values (45) | 1078357 |
non_striker
Text
| Distinct | 663 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.5 MiB |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 9.4367737 |
| Min length | 5 |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | BB McCullum |
|---|---|
| 2nd row | SC Ganguly |
| 3rd row | SC Ganguly |
| 4th row | SC Ganguly |
| 5th row | SC Ganguly |
| Value | Count | Frequency (%) |
| s | 9231 | 1.7% |
| v | 8905 | 1.7% |
| sharma | 7804 | 1.5% |
| da | 6787 | 1.3% |
| singh | 6717 | 1.3% |
| de | 6137 | 1.1% |
| dhawan | 6108 | 1.1% |
| kohli | 6089 | 1.1% |
| r | 6058 | 1.1% |
| mk | 5308 | 1.0% |
| Other values (887) | 467943 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 280963 | 11.4% |
| 276167 | 11.2% | |
| i | 119335 | 4.8% |
| h | 114211 | 4.6% |
| n | 112947 | 4.6% |
| r | 106873 | 4.3% |
| S | 100776 | 4.1% |
| e | 99512 | 4.0% |
| l | 94571 | 3.8% |
| s | 70157 | 2.8% |
| Other values (47) | 1086731 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2462243 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 280963 | 11.4% |
| 276167 | 11.2% | |
| i | 119335 | 4.8% |
| h | 114211 | 4.6% |
| n | 112947 | 4.6% |
| r | 106873 | 4.3% |
| S | 100776 | 4.1% |
| e | 99512 | 4.0% |
| l | 94571 | 3.8% |
| s | 70157 | 2.8% |
| Other values (47) | 1086731 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2462243 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 280963 | 11.4% |
| 276167 | 11.2% | |
| i | 119335 | 4.8% |
| h | 114211 | 4.6% |
| n | 112947 | 4.6% |
| r | 106873 | 4.3% |
| S | 100776 | 4.1% |
| e | 99512 | 4.0% |
| l | 94571 | 3.8% |
| s | 70157 | 2.8% |
| Other values (47) | 1086731 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2462243 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 280963 | 11.4% |
| 276167 | 11.2% | |
| i | 119335 | 4.8% |
| h | 114211 | 4.6% |
| n | 112947 | 4.6% |
| r | 106873 | 4.3% |
| S | 100776 | 4.1% |
| e | 99512 | 4.0% |
| l | 94571 | 3.8% |
| s | 70157 | 2.8% |
| Other values (47) | 1086731 |
batsman_runs
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2650008 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 103940 |
| Zeros (%) | 39.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6392976 |
|---|---|
| Coefficient of variation (CV) | 1.2958867 |
| Kurtosis | 1.5226807 |
| Mean | 1.2650008 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5642578 |
| Sum | 330064 |
| Variance | 2.6872968 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 103940 | |
| 1 | 96778 | |
| 4 | 29850 | 11.4% |
| 2 | 16453 | 6.3% |
| 6 | 13051 | 5.0% |
| 3 | 783 | 0.3% |
| 5 | 65 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 103940 | |
| 1 | 96778 | |
| 2 | 16453 | 6.3% |
| 3 | 783 | 0.3% |
| 4 | 29850 | 11.4% |
| 5 | 65 | < 0.1% |
| 6 | 13051 | 5.0% |
| Value | Count | Frequency (%) |
| 6 | 13051 | 5.0% |
| 5 | 65 | < 0.1% |
| 4 | 29850 | 11.4% |
| 3 | 783 | 0.3% |
| 2 | 16453 | 6.3% |
| 1 | 96778 | |
| 0 | 103940 |
extra_runs
Real number (ℝ)
Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.067806224 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 246795 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.34326535 |
|---|---|
| Coefficient of variation (CV) | 5.062446 |
| Kurtosis | 90.549735 |
| Mean | 0.067806224 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.1879494 |
| Sum | 17692 |
| Variance | 0.1178311 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 246795 | |
| 1 | 12628 | 4.8% |
| 2 | 585 | 0.2% |
| 4 | 504 | 0.2% |
| 5 | 325 | 0.1% |
| 3 | 82 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 246795 | |
| 1 | 12628 | 4.8% |
| 2 | 585 | 0.2% |
| 3 | 82 | < 0.1% |
| 4 | 504 | 0.2% |
| 5 | 325 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 5 | 325 | 0.1% |
| 4 | 504 | 0.2% |
| 3 | 82 | < 0.1% |
| 2 | 585 | 0.2% |
| 1 | 12628 | 4.8% |
| 0 | 246795 |
total_runs
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.332807 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 90438 |
| Zeros (%) | 34.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.6264158 |
|---|---|
| Coefficient of variation (CV) | 1.2202936 |
| Kurtosis | 1.4714525 |
| Mean | 1.332807 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.5363123 |
| Sum | 347756 |
| Variance | 2.6452285 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 108440 | |
| 0 | 90438 | |
| 4 | 30221 | 11.6% |
| 2 | 17323 | 6.6% |
| 6 | 12964 | 5.0% |
| 3 | 922 | 0.4% |
| 5 | 524 | 0.2% |
| 7 | 88 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 90438 | |
| 1 | 108440 | |
| 2 | 17323 | 6.6% |
| 3 | 922 | 0.4% |
| 4 | 30221 | 11.6% |
| 5 | 524 | 0.2% |
| 6 | 12964 | 5.0% |
| 7 | 88 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 88 | < 0.1% |
| 6 | 12964 | 5.0% |
| 5 | 524 | 0.2% |
| 4 | 30221 | 11.6% |
| 3 | 922 | 0.4% |
| 2 | 17323 | 6.6% |
| 1 | 108440 | |
| 0 | 90438 |
extras_type
Categorical
High correlation Missing
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 246795 |
| Missing (%) | 94.6% |
| Memory size | 13.9 MiB |
| wides | |
|---|---|
| legbyes | |
| noballs | |
| byes | 673 |
| penalty | 2 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.6705133 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | legbyes |
|---|---|
| 2nd row | wides |
| 3rd row | legbyes |
| 4th row | legbyes |
| 5th row | wides |
Common Values
| Value | Count | Frequency (%) |
| wides | 8380 | 3.2% |
| legbyes | 4001 | 1.5% |
| noballs | 1069 | 0.4% |
| byes | 673 | 0.3% |
| penalty | 2 | < 0.1% |
| (Missing) | 246795 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| wides | 8380 | |
| legbyes | 4001 | |
| noballs | 1069 | 7.6% |
| byes | 673 | 4.8% |
| penalty | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17057 | |
| s | 14123 | |
| i | 8380 | |
| w | 8380 | |
| d | 8380 | |
| l | 6141 | 7.7% |
| b | 5743 | 7.2% |
| y | 4676 | 5.8% |
| g | 4001 | 5.0% |
| n | 1071 | 1.3% |
| Other values (4) | 2144 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 80096 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 17057 | |
| s | 14123 | |
| i | 8380 | |
| w | 8380 | |
| d | 8380 | |
| l | 6141 | 7.7% |
| b | 5743 | 7.2% |
| y | 4676 | 5.8% |
| g | 4001 | 5.0% |
| n | 1071 | 1.3% |
| Other values (4) | 2144 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 80096 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 17057 | |
| s | 14123 | |
| i | 8380 | |
| w | 8380 | |
| d | 8380 | |
| l | 6141 | 7.7% |
| b | 5743 | 7.2% |
| y | 4676 | 5.8% |
| g | 4001 | 5.0% |
| n | 1071 | 1.3% |
| Other values (4) | 2144 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 80096 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 17057 | |
| s | 14123 | |
| i | 8380 | |
| w | 8380 | |
| d | 8380 | |
| l | 6141 | 7.7% |
| b | 5743 | 7.2% |
| y | 4676 | 5.8% |
| g | 4001 | 5.0% |
| n | 1071 | 1.3% |
| Other values (4) | 2144 | 2.7% |
is_wicket
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.4 MiB |
| 0 | |
|---|---|
| 1 | 12950 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 247970 | |
| 1 | 12950 | 5.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 247970 | |
| 1 | 12950 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 247970 | |
| 1 | 12950 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 260920 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 247970 | |
| 1 | 12950 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 260920 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 247970 | |
| 1 | 12950 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 260920 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 247970 | |
| 1 | 12950 | 5.0% |
player_dismissed
Text
Missing
| Distinct | 629 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 247970 |
| Missing (%) | 95.0% |
| Memory size | 8.3 MiB |
Length
| Max length | 23 |
|---|---|
| Median length | 19 |
| Mean length | 9.4804633 |
| Min length | 5 |
Unique
| Unique | 103 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | SC Ganguly |
|---|---|
| 2nd row | RT Ponting |
| 3rd row | DJ Hussey |
| 4th row | R Dravid |
| 5th row | V Kohli |
| Value | Count | Frequency (%) |
| singh | 434 | 1.6% |
| sharma | 409 | 1.5% |
| s | 388 | 1.5% |
| r | 379 | 1.4% |
| v | 351 | 1.3% |
| m | 277 | 1.0% |
| de | 260 | 1.0% |
| da | 246 | 0.9% |
| patel | 245 | 0.9% |
| dj | 229 | 0.9% |
| Other values (843) | 23377 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 14253 | 11.6% |
| 13645 | 11.1% | |
| h | 5894 | 4.8% |
| i | 5881 | 4.8% |
| n | 5626 | 4.6% |
| r | 5512 | 4.5% |
| S | 4939 | 4.0% |
| e | 4938 | 4.0% |
| l | 4421 | 3.6% |
| s | 3328 | 2.7% |
| Other values (47) | 54335 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 122772 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 14253 | 11.6% |
| 13645 | 11.1% | |
| h | 5894 | 4.8% |
| i | 5881 | 4.8% |
| n | 5626 | 4.6% |
| r | 5512 | 4.5% |
| S | 4939 | 4.0% |
| e | 4938 | 4.0% |
| l | 4421 | 3.6% |
| s | 3328 | 2.7% |
| Other values (47) | 54335 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 122772 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 14253 | 11.6% |
| 13645 | 11.1% | |
| h | 5894 | 4.8% |
| i | 5881 | 4.8% |
| n | 5626 | 4.6% |
| r | 5512 | 4.5% |
| S | 4939 | 4.0% |
| e | 4938 | 4.0% |
| l | 4421 | 3.6% |
| s | 3328 | 2.7% |
| Other values (47) | 54335 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 122772 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 14253 | 11.6% |
| 13645 | 11.1% | |
| h | 5894 | 4.8% |
| i | 5881 | 4.8% |
| n | 5626 | 4.6% |
| r | 5512 | 4.5% |
| S | 4939 | 4.0% |
| e | 4938 | 4.0% |
| l | 4421 | 3.6% |
| s | 3328 | 2.7% |
| Other values (47) | 54335 |
dismissal_kind
Categorical
High correlation Missing
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 247970 |
| Missing (%) | 95.0% |
| Memory size | 13.9 MiB |
| caught | |
|---|---|
| bowled | |
| run out | |
| lbw | 800 |
| caught and bowled | 367 |
| Other values (5) | 394 |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 6.2562934 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | caught |
|---|---|
| 2nd row | caught |
| 3rd row | caught |
| 4th row | bowled |
| 5th row | bowled |
Common Values
| Value | Count | Frequency (%) |
| caught | 8063 | 3.1% |
| bowled | 2212 | 0.8% |
| run out | 1114 | 0.4% |
| lbw | 800 | 0.3% |
| caught and bowled | 367 | 0.1% |
| stumped | 358 | 0.1% |
| retired hurt | 15 | < 0.1% |
| hit wicket | 15 | < 0.1% |
| obstructing the field | 3 | < 0.1% |
| retired out | 3 | < 0.1% |
| (Missing) | 247970 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| caught | 8430 | |
| bowled | 2579 | 17.4% |
| out | 1117 | 7.5% |
| run | 1114 | 7.5% |
| lbw | 800 | 5.4% |
| and | 367 | 2.5% |
| stumped | 358 | 2.4% |
| retired | 18 | 0.1% |
| hurt | 15 | 0.1% |
| hit | 15 | 0.1% |
| Other values (4) | 24 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 11037 | |
| t | 9977 | |
| a | 8797 | |
| h | 8463 | |
| c | 8448 | |
| g | 8433 | |
| o | 3699 | 4.6% |
| w | 3394 | 4.2% |
| b | 3382 | 4.2% |
| l | 3382 | 4.2% |
| Other values (11) | 12007 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 81019 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| u | 11037 | |
| t | 9977 | |
| a | 8797 | |
| h | 8463 | |
| c | 8448 | |
| g | 8433 | |
| o | 3699 | 4.6% |
| w | 3394 | 4.2% |
| b | 3382 | 4.2% |
| l | 3382 | 4.2% |
| Other values (11) | 12007 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 81019 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| u | 11037 | |
| t | 9977 | |
| a | 8797 | |
| h | 8463 | |
| c | 8448 | |
| g | 8433 | |
| o | 3699 | 4.6% |
| w | 3394 | 4.2% |
| b | 3382 | 4.2% |
| l | 3382 | 4.2% |
| Other values (11) | 12007 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 81019 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| u | 11037 | |
| t | 9977 | |
| a | 8797 | |
| h | 8463 | |
| c | 8448 | |
| g | 8433 | |
| o | 3699 | 4.6% |
| w | 3394 | 4.2% |
| b | 3382 | 4.2% |
| l | 3382 | 4.2% |
| Other values (11) | 12007 |
fielder
Text
Missing
| Distinct | 607 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 251566 |
| Missing (%) | 96.4% |
| Memory size | 8.2 MiB |
Length
| Max length | 23 |
|---|---|
| Median length | 18 |
| Mean length | 9.5244815 |
| Min length | 5 |
Unique
| Unique | 85 ? |
|---|---|
| Unique (%) | 0.9% |
Sample
| 1st row | JH Kallis |
|---|---|
| 2nd row | P Kumar |
| 3rd row | CL White |
| 4th row | M Kartik |
| 5th row | RT Ponting |
| Value | Count | Frequency (%) |
| r | 308 | 1.6% |
| singh | 290 | 1.5% |
| sharma | 281 | 1.5% |
| ms | 265 | 1.4% |
| de | 247 | 1.3% |
| m | 244 | 1.3% |
| dhoni | 220 | 1.1% |
| patel | 217 | 1.1% |
| karthik | 213 | 1.1% |
| s | 212 | 1.1% |
| Other values (817) | 16738 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 10506 | 11.8% |
| 9881 | 11.1% | |
| h | 4485 | 5.0% |
| i | 4413 | 5.0% |
| r | 4031 | 4.5% |
| n | 3988 | 4.5% |
| e | 3615 | 4.1% |
| S | 3489 | 3.9% |
| l | 3151 | 3.5% |
| K | 2295 | 2.6% |
| Other values (43) | 39238 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 89092 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 10506 | 11.8% |
| 9881 | 11.1% | |
| h | 4485 | 5.0% |
| i | 4413 | 5.0% |
| r | 4031 | 4.5% |
| n | 3988 | 4.5% |
| e | 3615 | 4.1% |
| S | 3489 | 3.9% |
| l | 3151 | 3.5% |
| K | 2295 | 2.6% |
| Other values (43) | 39238 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 89092 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 10506 | 11.8% |
| 9881 | 11.1% | |
| h | 4485 | 5.0% |
| i | 4413 | 5.0% |
| r | 4031 | 4.5% |
| n | 3988 | 4.5% |
| e | 3615 | 4.1% |
| S | 3489 | 3.9% |
| l | 3151 | 3.5% |
| K | 2295 | 2.6% |
| Other values (43) | 39238 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 89092 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 10506 | 11.8% |
| 9881 | 11.1% | |
| h | 4485 | 5.0% |
| i | 4413 | 5.0% |
| r | 4031 | 4.5% |
| n | 3988 | 4.5% |
| e | 3615 | 4.1% |
| S | 3489 | 3.9% |
| l | 3151 | 3.5% |
| K | 2295 | 2.6% |
| Other values (43) | 39238 |
Interactions
Correlations
| ball | batsman_runs | batting_team | bowling_team | dismissal_kind | extra_runs | extras_type | inning | is_wicket | match_id | over | total_runs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ball | 1.000 | 0.007 | 0.004 | 0.000 | 0.026 | -0.001 | 0.024 | -0.005 | 0.003 | 0.004 | -0.002 | 0.006 |
| batsman_runs | 0.007 | 1.000 | 0.017 | 0.013 | 0.363 | -0.245 | 0.375 | -0.010 | 0.267 | 0.032 | 0.120 | 0.939 |
| batting_team | 0.004 | 0.017 | 1.000 | 0.133 | 0.025 | 0.005 | 0.040 | 0.033 | 0.010 | 0.329 | 0.000 | 0.016 |
| bowling_team | 0.000 | 0.013 | 0.133 | 1.000 | 0.025 | 0.007 | 0.031 | 0.035 | 0.005 | 0.329 | 0.000 | 0.012 |
| dismissal_kind | 0.026 | 0.363 | 0.025 | 0.025 | 1.000 | 0.260 | 0.628 | 0.018 | 1.000 | 0.034 | 0.067 | 0.362 |
| extra_runs | -0.001 | -0.245 | 0.005 | 0.007 | 0.260 | 1.000 | 0.395 | -0.001 | 0.050 | -0.002 | 0.017 | 0.090 |
| extras_type | 0.024 | 0.375 | 0.040 | 0.031 | 0.628 | 0.395 | 1.000 | 0.017 | 0.033 | 0.050 | 0.081 | 0.292 |
| inning | -0.005 | -0.010 | 0.033 | 0.035 | 0.018 | -0.001 | 0.017 | 1.000 | 0.016 | 0.001 | -0.047 | -0.010 |
| is_wicket | 0.003 | 0.267 | 0.010 | 0.005 | 1.000 | 0.050 | 0.033 | 0.016 | 1.000 | 0.003 | 0.091 | 0.297 |
| match_id | 0.004 | 0.032 | 0.329 | 0.329 | 0.034 | -0.002 | 0.050 | 0.001 | 0.003 | 1.000 | 0.011 | 0.031 |
| over | -0.002 | 0.120 | 0.000 | 0.000 | 0.067 | 0.017 | 0.081 | -0.047 | 0.091 | 0.011 | 1.000 | 0.125 |
| total_runs | 0.006 | 0.939 | 0.016 | 0.012 | 0.362 | 0.090 | 0.292 | -0.010 | 0.297 | 0.031 | 0.125 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| match_id | inning | batting_team | bowling_team | over | ball | batter | bowler | non_striker | batsman_runs | extra_runs | total_runs | extras_type | is_wicket | player_dismissed | dismissal_kind | fielder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 0 | 1 | SC Ganguly | P Kumar | BB McCullum | 0 | 1 | 1 | legbyes | 0 | NaN | NaN | NaN |
| 1 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 0 | 2 | BB McCullum | P Kumar | SC Ganguly | 0 | 0 | 0 | NaN | 0 | NaN | NaN | NaN |
| 2 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 0 | 3 | BB McCullum | P Kumar | SC Ganguly | 0 | 1 | 1 | wides | 0 | NaN | NaN | NaN |
| 3 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 0 | 4 | BB McCullum | P Kumar | SC Ganguly | 0 | 0 | 0 | NaN | 0 | NaN | NaN | NaN |
| 4 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 0 | 5 | BB McCullum | P Kumar | SC Ganguly | 0 | 0 | 0 | NaN | 0 | NaN | NaN | NaN |
| 5 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 0 | 6 | BB McCullum | P Kumar | SC Ganguly | 0 | 0 | 0 | NaN | 0 | NaN | NaN | NaN |
| 6 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 0 | 7 | BB McCullum | P Kumar | SC Ganguly | 0 | 1 | 1 | legbyes | 0 | NaN | NaN | NaN |
| 7 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 1 | 1 | BB McCullum | Z Khan | SC Ganguly | 0 | 0 | 0 | NaN | 0 | NaN | NaN | NaN |
| 8 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 1 | 2 | BB McCullum | Z Khan | SC Ganguly | 4 | 0 | 4 | NaN | 0 | NaN | NaN | NaN |
| 9 | 335982 | 1 | Kolkata Knight Riders | Royal Challengers Bangalore | 1 | 3 | BB McCullum | Z Khan | SC Ganguly | 4 | 0 | 4 | NaN | 0 | NaN | NaN | NaN |
| match_id | inning | batting_team | bowling_team | over | ball | batter | bowler | non_striker | batsman_runs | extra_runs | total_runs | extras_type | is_wicket | player_dismissed | dismissal_kind | fielder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 260910 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 8 | 6 | SS Iyer | Shahbaz Ahmed | VR Iyer | 4 | 0 | 4 | NaN | 0 | NaN | NaN | NaN |
| 260911 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 9 | 1 | VR Iyer | AK Markram | SS Iyer | 2 | 0 | 2 | NaN | 0 | NaN | NaN | NaN |
| 260912 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 9 | 2 | VR Iyer | AK Markram | SS Iyer | 0 | 0 | 0 | NaN | 0 | NaN | NaN | NaN |
| 260913 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 9 | 3 | VR Iyer | AK Markram | SS Iyer | 0 | 0 | 0 | NaN | 0 | NaN | NaN | NaN |
| 260914 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 9 | 4 | VR Iyer | AK Markram | SS Iyer | 1 | 0 | 1 | NaN | 0 | NaN | NaN | NaN |
| 260915 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 9 | 5 | SS Iyer | AK Markram | VR Iyer | 1 | 0 | 1 | NaN | 0 | NaN | NaN | NaN |
| 260916 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 9 | 6 | VR Iyer | AK Markram | SS Iyer | 1 | 0 | 1 | NaN | 0 | NaN | NaN | NaN |
| 260917 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 10 | 1 | VR Iyer | Shahbaz Ahmed | SS Iyer | 1 | 0 | 1 | NaN | 0 | NaN | NaN | NaN |
| 260918 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 10 | 2 | SS Iyer | Shahbaz Ahmed | VR Iyer | 1 | 0 | 1 | NaN | 0 | NaN | NaN | NaN |
| 260919 | 1426312 | 2 | Kolkata Knight Riders | Sunrisers Hyderabad | 10 | 3 | VR Iyer | Shahbaz Ahmed | SS Iyer | 1 | 0 | 1 | NaN | 0 | NaN | NaN | NaN |